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Entropy-Based Fuzzy Twin Bounded Support Vector Machine for Binary Classification

Twin support vector machine (TWSVM) is a new machine learning method, as opposed to solving a single quadratic programming problem in support vector machine (SVM), which generates two nonparallel hyperplanes by solving two smaller size quadratic programming problems. However, the TWSVM obtains the f...

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Furkejuvvon:
Váldodahkkit: Sugen Chen, Junfeng Cao, Zhong Huang, Chuansheng Shen
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: IEEE 2019-01-01
Ráidu:IEEE Access
Fáttát:
Pattern classification
twin support vector machine
information entropy
fuzzy membership
Liŋkkat:https://ieeexplore.ieee.org/document/8750783/
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